Timo Houben

Helmholtz Centre for Environmental Research — Germany

Environmental Science · Physical Sciences

3h-index48citations33works0.32yr avg
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Research Topics

Hydrology and Watershed Management Studies(9), Groundwater flow and contamination studies(7), Soil Moisture and Remote Sensing(6), Groundwater and Isotope Geochemistry(5), Hydrological Forecasting Using AI(4)

Publications33 total

Scalable radar-driven approach with compact gradient-boosting models for gap filling in high-resolution precipitation measurements
2026Open Access
Real-time automated quality control of atmospheric aerosol time series
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Real-time automated quality control of atmospheric aerosol time series
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Real-time automated quality control of atmospheric aerosol time series
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Real-time automated quality control of atmospheric aerosol time series
Zenodo (CERN European Organization for Nuclear Research)·2026Open Access
Urban Digital Twin for Environmentally Sensitive Mobility Planning: Conceptual Framework and Application in pilot region Leipzig
SSRN Electronic Journal·2026Open Access
Scalable radar-driven approach with compact gradient-boosting models for gap filling in high-resolution precipitation measurements
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Scalable radar-driven approach with compact gradient-boosting models for gap filling in high-resolution precipitation measurements
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Spectral Analysis of Groundwater Level Time Series for Robust Estimation of Aquifer Response Times
2025Open Access
Monitoring der Luftqualität für ein umweltsensitives Verkehrsmanagement in der Pilotregion Leipzig: Einblicke aus dem Forschungsprojekt AIAMO
Immissionsschutz digital/Immissionsschutz·2025
Machine-learning based spatiotemporal prediction of soil moisture in a grassland hillslope
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Machine-learning based spatiotemporal prediction of soil moisture in a grassland hillslope
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Machine‐learning based spatiotemporal prediction of soil moisture in a grassland hillslope
Vadose Zone Journal·2025· 6 citedOpen Access
Urban Digital Twin for Environmentally Sensitive and People-Centered Mobility Planning: Conceptual Framework and Application in Pilot Region Leipzig
SSRN Electronic Journal·2025Open Access
Interpretable Quality Control of Sparsely Distributed Environmental Sensor Networks Using Graph Neural Networks
Artificial Intelligence for the Earth Systems·2024Open Access
A recipe to generate sustainably maintainable and extensible hydrogeological datasets to prepare large-scale groundwater models for multiple aquifer systems
Computational Geosciences·2024Open Access
Interpretable Quality Control of Sparsely Distributed Environmental Sensor Networks Using Graph Neural Networks
2024Open Access
Leveraging the Power of Graph Neural Networks in Environmental Time Series Anomaly Detection 
2024Open Access
Investigating the spectral analysis of groundwater level fluctuations in a numerical model of the upper Danube catchment in Germany
2023Open Access
Estimating groundwater response time in humid climate by using spectral analysis
2023Open Access
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Frequent Co-authors

Sabine Attinger(14), Thomas Kalbacher(8), Mariaines Di Dato(8), Estanislao Pujades(7), Peter Lünenschloß(7), Jan Bumberger(7), Uwe Schlink(6), Ema Vosgerau(5), Swamini Khurana(4), Johannes Boog(4), T. Müller(4), Jens Voigtländer(4), Thomas Trabert(4), David Schäfer(4), Peter Dietrich(3), Julia S. Schmid(3), Rohini Kumar(3), Christian Siebert(3), Elmar Brockfeld(3), Elżbieta Lasota(3)